Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:51:44.623109Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 1 inbound Pith citation observation for arXiv:2506.06881.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:51:44.623109Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-28T10:06:51.657386Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T03:26:28.808938Z
48 of 48 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation eb0c6188-d7c4-4205-90d4-00a1b8e797da · outbound
KnowCoder-V2: Deep Knowledge Analysis GPT-4 Technical Report
Reference 1
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Observation 315cf5f3-1eb3-46c5-ada9-aca2c864a949 · outbound
KnowCoder-V2: Deep Knowledge Analysis IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus
Reference 7
Source-reported events for the cited work
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Observation c532402f-7083-4cc6-bc65-4c0079cc31dc · outbound
KnowCoder-V2: Deep Knowledge Analysis Retrieval-Augmented Code Generation for Universal Information Extraction
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e3b4be4-44eb-4f12-889c-641842ce4870 · outbound
KnowCoder-V2: Deep Knowledge Analysis SemEval-2010 task 8: Multi-way classification of semantic relations between pairs of nominals
Reference 11
Source-reported events for the cited work
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Observation 55f68615-5ce4-4589-ad2d-11515d98dc49 · outbound
KnowCoder-V2: Deep Knowledge Analysis LoRA: Low-Rank Adaptation of Large Language Models
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a76b3e8d-7e45-4f3d-ab85-16e3acd471dd · outbound
KnowCoder-V2: Deep Knowledge Analysis Qwen2.5-Coder Technical Report
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e3ef2ed-2f52-439f-a127-3c58d4eaf6d8 · outbound
KnowCoder-V2: Deep Knowledge Analysis CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors
Reference 17
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Observation 6ccaec12-7dd2-4cc9-9c08-5085a0e1e62d · outbound
KnowCoder-V2: Deep Knowledge Analysis URL https://doi.org/10.1007/ 978-3-030-60457-8_44
Reference 18
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Observation 6b3dd8d0-0b47-41cd-b1a9-da8d036474c6 · outbound
KnowCoder-V2: Deep Knowledge Analysis Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction
Reference 19
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Observation c9a7e413-0f3f-4016-8e19-09d35bae32c1 · outbound
KnowCoder-V2: Deep Knowledge Analysis TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Semantic Tasks
Reference 22
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Observation 593fe212-29d6-429c-ad83-5d9dd2880f61 · outbound
KnowCoder-V2: Deep Knowledge Analysis Cross-lingual name tagging and linking for 282 languages
Reference 23
Source-reported events for the cited work
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Observation 26b7af90-bd3c-4524-b2d6-d1969801bd6c · outbound
KnowCoder-V2: Deep Knowledge Analysis URL https: //doi.org/10.1093/bioinformatics/btt580
Reference 25
Source-reported events for the cited work
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Observation 457fb35d-a63b-4d4f-b06f-9e20b19ffdff · outbound
KnowCoder-V2: Deep Knowledge Analysis GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction
Reference 27
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Observation 455b8e63-cf30-49b1-bd93-3405b5d78615 · outbound
KnowCoder-V2: Deep Knowledge Analysis Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy
Reference 29
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Observation 22c00424-4ccf-4ab3-b3cc-6383cf34e55b · outbound
KnowCoder-V2: Deep Knowledge Analysis Taxoexpan: Self-supervised taxonomy expansion with position-enhanced graph neural network
Reference 30
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Observation f4b538d1-c9e0-40c9-855b-b1c82e2109c5 · outbound
KnowCoder-V2: Deep Knowledge Analysis A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion
Reference 31
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Observation 6f500e14-2809-4a4b-b745-f0c382f3e9b3 · outbound
KnowCoder-V2: Deep Knowledge Analysis TIARA: Multi-grained retrieval for robust question answering over large knowledge base
Reference 32
Source-reported events for the cited work
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Observation be6ce546-0910-4ae6-817b-dd3c16ac75ab · outbound
KnowCoder-V2: Deep Knowledge Analysis R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 769f80a4-e86c-4c76-9a52-65a9faf2723b · outbound
KnowCoder-V2: Deep Knowledge Analysis Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eebf5d93-2b14-4edc-bb95-5fcfe24cdbe2 · outbound
KnowCoder-V2: Deep Knowledge Analysis Low-resource taxonomy enrichment with pretrained language models
Reference 36
Source-reported events for the cited work
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Observation c12c3be3-109f-41cc-b9d1-86695fbce5ea · outbound
KnowCoder-V2: Deep Knowledge Analysis MultiNERD: A multilingual, multi-genre and fine-grained dataset for named entity recognition (and disambiguation)
Reference 37
Source-reported events for the cited work
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Observation 320eaef5-0c9c-48fd-9fbb-c377fad428d7 · outbound
KnowCoder-V2: Deep Knowledge Analysis doi: 10.18653/v1/2022.findings-naacl.60
Reference 38
Source-reported events for the cited work
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Observation e9719b6d-13bb-421e-819f-89f82ce3fe56 · outbound
KnowCoder-V2: Deep Knowledge Analysis Keheng Wang, Feiyu Duan, Sirui Wang, Peiguang Li, Yunsen Xian, Chuantao Yin, Wenge Rong, and Zhang Xiong
Reference 39
Source-reported events for the cited work
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Observation 64a7b9ff-bc03-4b08-9b6d-617672ccb013 · outbound
KnowCoder-V2: Deep Knowledge Analysis InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction
Reference 40
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Observation 70839aca-992e-4385-9314-7b704fbed7ac · outbound
KnowCoder-V2: Deep Knowledge Analysis Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools
Reference 41
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Observation ec16668e-cfd0-44bb-93db-049e8c759e42 · outbound
KnowCoder-V2: Deep Knowledge Analysis YAYI-UIE: A Chat-Enhanced Instruction Tuning Framework for Universal Information Extraction
Reference 42
Source-reported events for the cited work
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Observation b774cf3b-e030-4265-861f-6a57f388a78d · outbound
KnowCoder-V2: Deep Knowledge Analysis Activerag: Autonomously knowledge assimilation and accommodation through retrieval-augmented agents
Reference 43
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Observation 076adc00-0b91-422b-9c24-34f0a4e99ed1 · outbound
KnowCoder-V2: Deep Knowledge Analysis Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition
Reference 44
Source-reported events for the cited work
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Observation 1300fe2c-bf3c-4d01-a10d-59536710299f · outbound
KnowCoder-V2: Deep Knowledge Analysis CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts
Reference 45
Source-reported events for the cited work
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Observation d8c47e31-7a9e-49eb-99f9-bee5bf55c6ec · outbound
KnowCoder-V2: Deep Knowledge Analysis LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models
Reference 47
Source-reported events for the cited work
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Observation 3fa90cc2-cd24-4734-bcc3-011173e020ee · outbound
KnowCoder-V2: Deep Knowledge Analysis UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition
Reference 48
Source-reported events for the cited work
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Observation 42bd2144-8a56-4824-8f8c-7babebccf2fd · outbound
KnowCoder-V2: Deep Knowledge Analysis KnowCoder-X: Boosting Multilingual Information Extraction via Code
Reference 49
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Observation c0718924-c16b-4441-9bae-5bd0f922bd54 · outbound
KnowCoder-V2: Deep Knowledge Analysis From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 1996
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Observation e38b5ace-7fa6-4b75-94f3-9bcff3f2c44a · outbound
KnowCoder-V2: Deep Knowledge Analysis Taneeya Satyapanich, Francis Ferraro, and Tim Finin
Reference 2003
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Observation 094e0459-053c-4aa1-abf3-1c0d966d6b82 · outbound
KnowCoder-V2: Deep Knowledge Analysis Jiao Li, Yueping Sun, Robin J
Reference 2006
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Observation 13496c23-1f6b-4d5f-856b-fbef60e4f631 · outbound
KnowCoder-V2: Deep Knowledge Analysis A linear programming formulation for global inference in natural language tasks
Reference 2010
Source-reported events for the cited work
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Observation 17bb5af0-6123-4cd5-894a-6b1913543e75 · outbound
KnowCoder-V2: Deep Knowledge Analysis doi: https://doi.org/10.1016/j.jbi.2012.04.008
Reference 2012
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Observation 79ca3590-f58a-42c6-849b-69f4ce85b3cb · outbound
KnowCoder-V2: Deep Knowledge Analysis Semeval-2016 task 13: Taxonomy extraction evaluation (texeval-2)
Reference 2014
Source-reported events for the cited work
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Observation cef7b018-a2f2-4068-b8cd-8264e4ea4e1a · outbound
KnowCoder-V2: Deep Knowledge Analysis ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning
Reference 2016
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ebefbbc-40fb-45c8-97a1-bd7b433fbc4a · outbound
KnowCoder-V2: Deep Knowledge Analysis doi: 10.18653/v1/P17-1178
Reference 2017
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91aa35d0-1ea2-40a0-abc0-b5a332bd96eb · outbound
KnowCoder-V2: Deep Knowledge Analysis doi: 10.18653/v1/P18-1144
Reference 2018
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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4f9b0aea-c002-416a-98e4-3fad04a7d4c4 · outbound
KnowCoder-V2: Deep Knowledge Analysis GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling
Reference 2019
Source-reported events for the cited work
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Observation f9781dd4-615d-4388-b0ca-383cdf4d360b · outbound
KnowCoder-V2: Deep Knowledge Analysis URL https://doi.org/10.1007/978-3-030-68763-2_48
Reference 2020
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 986907cd-7f63-41c0-954f-8759bc8311c4 · outbound
KnowCoder-V2: Deep Knowledge Analysis URL https://doi.org/10.1145/3437963.3441753
Reference 2021
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e5d96e6-a28c-48d6-96ca-1cc37c6329e2 · outbound
KnowCoder-V2: Deep Knowledge Analysis Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters
Reference 2022
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3aad6f24-78c8-4080-8997-51e693ff2fff · outbound
KnowCoder-V2: Deep Knowledge Analysis Open Deep Search: Democratizing Search with Open-source Reasoning Agents
Reference 2023
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Unavailable: canonical work link unavailable.
Observation a6ee8efc-f24c-470e-9687-6ccc80562386 · outbound
KnowCoder-V2: Deep Knowledge Analysis Simcse: Simple contrastive learning of sentence embeddings
Reference 2024
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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c88f98df-c5e7-4273-bbb8-0c308687c5ab · outbound
KnowCoder-V2: Deep Knowledge Analysis Biomedical named entity recognition at scale
Reference 2025
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f3b398df-a767-4f8c-a6b5-569e7e308e52 · inbound
Code-on-Graph: Iterative Programmatic Reasoning via Large Language Models on Knowledge Graphs KnowCoder-V2: Deep Knowledge Analysis
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.